Software reliability forecasting is very important for improving and controlling a software engineering process. This paper presents a wavelet analysis based on forecasting model for software reliability. By the model, the time series of software faults can be decomposed into trend term, periodic term and time-modulated stationary processes, and then forecast them separately. The experience shows that the wavelet analysis approach to software reliability forecasting is feasible.